Time Series Forecasting on ETTm2 (CRPS, NMAE)
0.11CRPSTimeGMM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeGMMPred len=962026.01 | 0.11 | 0.134 | |
| CSDIPred len=962026.01 | 0.115 | 0.146 | |
| K2VAEPred len=962026.01 | 0.126 | 0.144 | |
| TimeGMMPred len=1922026.01 | 0.131 | 0.159 | |
| CSDIPred len=1922026.01 | 0.147 | 0.189 | |
| K2VAEPred len=1922026.01 | 0.148 | 0.17 | |
| TimeGMMPred len=3362026.01 | 0.149 | 0.181 | |
| K2VAEPred len=3362026.01 | 0.164 | 0.187 | |
| TimeGMMPred len=7202026.01 | 0.173 | 0.208 | |
| CSDIPred len=3362026.01 | 0.19 | 0.248 | |
| K2VAEPred len=7202026.01 | 0.221 | 0.275 | |
| CSDIPred len=7202026.01 | 0.239 | 0.306 | |
| GRU NVPPred len=962026.01 | 0.319 | 0.413 | |
| GRU NVPPred len=1922026.01 | 0.326 | 0.427 | |
| TimeGradPred len=1922026.01 | 0.424 | 0.53 | |
| TimeGradPred len=962026.01 | 0.427 | 0.525 | |
| GRU NVPPred len=3362026.01 | 0.449 | 0.58 | |
| TimeGradPred len=3362026.01 | 0.469 | 0.566 | |
| TimeGradPred len=7202026.01 | 0.47 | 0.561 | |
| GRU NVPPred len=7202026.01 | 0.561 | 0.749 |